Overview
Brought to you by YData
Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 209306 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 31 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 39.9 MiB |
| Average record size in memory | 200.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 14 |
| Boolean | 1 |
| Numeric | 9 |
| Dataset has 31 (< 0.1%) duplicate rows | Duplicates |
crash_type is highly overall correlated with injury_severity and 1 other fields | High correlation |
injuries_fatal is highly overall correlated with injury_severity and 1 other fields | High correlation |
injuries_non_incapacitating is highly overall correlated with injuries_total | High correlation |
injuries_reported_not_evident is highly overall correlated with injuries_total | High correlation |
injuries_total is highly overall correlated with injuries_non_incapacitating and 1 other fields | High correlation |
injury_severity is highly overall correlated with crash_type and 2 other fields | High correlation |
most_severe_injury is highly overall correlated with crash_type and 2 other fields | High correlation |
roadway_surface_cond is highly overall correlated with weather_condition | High correlation |
weather_condition is highly overall correlated with roadway_surface_cond | High correlation |
traffic_control_device is highly imbalanced (63.3%) | Imbalance |
weather_condition is highly imbalanced (66.9%) | Imbalance |
alignment is highly imbalanced (92.7%) | Imbalance |
roadway_surface_cond is highly imbalanced (57.4%) | Imbalance |
road_defect is highly imbalanced (72.0%) | Imbalance |
intersection_related_i is highly imbalanced (72.3%) | Imbalance |
injuries_fatal is highly imbalanced (99.1%) | Imbalance |
injuries_total has 154789 (74.0%) zeros | Zeros |
injuries_incapacitating has 202672 (96.8%) zeros | Zeros |
injuries_non_incapacitating has 176306 (84.2%) zeros | Zeros |
injuries_reported_not_evident has 190619 (91.1%) zeros | Zeros |
injuries_no_indication has 6229 (3.0%) zeros | Zeros |
crash_hour has 4487 (2.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-10-08 23:09:33.283546 |
|---|---|
| Analysis finished | 2025-10-08 23:11:18.373758 |
| Duration | 1 minute and 45.09 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
crash_date
Date
| Distinct | 189087 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Minimum | 2013-03-03 16:48:00 |
|---|---|
| Maximum | 2025-01-18 00:17:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
traffic_control_device
Categorical
Imbalance
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| TRAFFIC SIGNAL | |
|---|---|
| STOP SIGN/FLASHER | |
| NO CONTROLS | |
| UNKNOWN | 4455 |
| OTHER | 670 |
| Other values (14) | 1590 |
Length
| Max length | 24 |
|---|---|
| Median length | 14 |
| Mean length | 14.109404 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TRAFFIC SIGNAL |
|---|---|
| 2nd row | TRAFFIC SIGNAL |
| 3rd row | TRAFFIC SIGNAL |
| 4th row | TRAFFIC SIGNAL |
| 5th row | TRAFFIC SIGNAL |
Common Values
| Value | Count | Frequency (%) |
| TRAFFIC SIGNAL | 123944 | |
| STOP SIGN/FLASHER | 49139 | 23.5% |
| NO CONTROLS | 29508 | 14.1% |
| UNKNOWN | 4455 | 2.1% |
| OTHER | 670 | 0.3% |
| YIELD | 468 | 0.2% |
| PEDESTRIAN CROSSING SIGN | 247 | 0.1% |
| OTHER REG. SIGN | 181 | 0.1% |
| LANE USE MARKING | 153 | 0.1% |
| FLASHING CONTROL SIGNAL | 150 | 0.1% |
| Other values (9) | 391 | 0.2% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| signal | 124094 | |
| traffic | 123944 | |
| stop | 49139 | 11.9% |
| sign/flasher | 49139 | 11.9% |
| no | 29520 | 7.1% |
| controls | 29508 | 7.1% |
| unknown | 4455 | 1.1% |
| other | 969 | 0.2% |
| sign | 552 | 0.1% |
| yield | 468 | 0.1% |
| Other values (18) | 2066 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 302949 | |
| I | 299464 | |
| A | 298492 | |
| F | 297281 | |
| N | 247764 | |
| R | 205018 | 6.9% |
| 204548 | 6.9% | |
| T | 204052 | 6.9% |
| L | 204032 | 6.9% |
| G | 174935 | 5.9% |
| Other values (15) | 514648 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2953183 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 302949 | |
| I | 299464 | |
| A | 298492 | |
| F | 297281 | |
| N | 247764 | |
| R | 205018 | 6.9% |
| 204548 | 6.9% | |
| T | 204052 | 6.9% |
| L | 204032 | 6.9% |
| G | 174935 | 5.9% |
| Other values (15) | 514648 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2953183 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 302949 | |
| I | 299464 | |
| A | 298492 | |
| F | 297281 | |
| N | 247764 | |
| R | 205018 | 6.9% |
| 204548 | 6.9% | |
| T | 204052 | 6.9% |
| L | 204032 | 6.9% |
| G | 174935 | 5.9% |
| Other values (15) | 514648 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2953183 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 302949 | |
| I | 299464 | |
| A | 298492 | |
| F | 297281 | |
| N | 247764 | |
| R | 205018 | 6.9% |
| 204548 | 6.9% | |
| T | 204052 | 6.9% |
| L | 204032 | 6.9% |
| G | 174935 | 5.9% |
| Other values (15) | 514648 |
weather_condition
Categorical
High correlation Imbalance
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| CLEAR | |
|---|---|
| RAIN | |
| CLOUDY/OVERCAST | 7533 |
| SNOW | 6871 |
| UNKNOWN | 6534 |
| Other values (7) | 1965 |
Length
| Max length | 24 |
|---|---|
| Median length | 5 |
| Mean length | 5.3545813 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | CLEAR |
|---|---|
| 2nd row | CLEAR |
| 3rd row | CLEAR |
| 4th row | CLEAR |
| 5th row | CLEAR |
Common Values
| Value | Count | Frequency (%) |
| CLEAR | 164700 | |
| RAIN | 21703 | 10.4% |
| CLOUDY/OVERCAST | 7533 | 3.6% |
| SNOW | 6871 | 3.3% |
| UNKNOWN | 6534 | 3.1% |
| OTHER | 627 | 0.3% |
| FREEZING RAIN/DRIZZLE | 510 | 0.2% |
| FOG/SMOKE/HAZE | 360 | 0.2% |
| SLEET/HAIL | 308 | 0.1% |
| BLOWING SNOW | 127 | 0.1% |
| Other values (2) | 33 | < 0.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| clear | 164700 | |
| rain | 21703 | 10.3% |
| cloudy/overcast | 7533 | 3.6% |
| snow | 6998 | 3.3% |
| unknown | 6534 | 3.1% |
| other | 627 | 0.3% |
| freezing | 510 | 0.2% |
| rain/drizzle | 510 | 0.2% |
| fog/smoke/haze | 360 | 0.2% |
| sleet/hail | 308 | 0.1% |
| Other values (8) | 259 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 196158 | |
| A | 195147 | |
| C | 179798 | |
| E | 175854 | |
| L | 173488 | |
| N | 49484 | 4.4% |
| O | 30106 | 2.7% |
| I | 23703 | 2.1% |
| S | 15297 | 1.4% |
| U | 14067 | 1.3% |
| Other values (15) | 67644 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1120746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 196158 | |
| A | 195147 | |
| C | 179798 | |
| E | 175854 | |
| L | 173488 | |
| N | 49484 | 4.4% |
| O | 30106 | 2.7% |
| I | 23703 | 2.1% |
| S | 15297 | 1.4% |
| U | 14067 | 1.3% |
| Other values (15) | 67644 | 6.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1120746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 196158 | |
| A | 195147 | |
| C | 179798 | |
| E | 175854 | |
| L | 173488 | |
| N | 49484 | 4.4% |
| O | 30106 | 2.7% |
| I | 23703 | 2.1% |
| S | 15297 | 1.4% |
| U | 14067 | 1.3% |
| Other values (15) | 67644 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1120746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 196158 | |
| A | 195147 | |
| C | 179798 | |
| E | 175854 | |
| L | 173488 | |
| N | 49484 | 4.4% |
| O | 30106 | 2.7% |
| I | 23703 | 2.1% |
| S | 15297 | 1.4% |
| U | 14067 | 1.3% |
| Other values (15) | 67644 | 6.0% |
lighting_condition
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| DAYLIGHT | |
|---|---|
| DARKNESS, LIGHTED ROAD | |
| DARKNESS | 7436 |
| DUSK | 6323 |
| UNKNOWN | 4336 |
Length
| Max length | 22 |
|---|---|
| Median length | 8 |
| Mean length | 11.35761 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DAYLIGHT |
|---|---|
| 2nd row | DARKNESS, LIGHTED ROAD |
| 3rd row | DAYLIGHT |
| 4th row | DAYLIGHT |
| 5th row | DAYLIGHT |
Common Values
| Value | Count | Frequency (%) |
| DAYLIGHT | 134109 | |
| DARKNESS, LIGHTED ROAD | 53378 | 25.5% |
| DARKNESS | 7436 | 3.6% |
| DUSK | 6323 | 3.0% |
| UNKNOWN | 4336 | 2.1% |
| DAWN | 3724 | 1.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| daylight | 134109 | |
| darkness | 60814 | |
| lighted | 53378 | 16.9% |
| road | 53378 | 16.9% |
| dusk | 6323 | 2.0% |
| unknown | 4336 | 1.4% |
| dawn | 3724 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 311726 | |
| A | 252025 | |
| L | 187487 | 7.9% |
| I | 187487 | 7.9% |
| G | 187487 | 7.9% |
| H | 187487 | 7.9% |
| T | 187487 | 7.9% |
| Y | 134109 | 5.6% |
| S | 127951 | 5.4% |
| R | 114192 | 4.8% |
| Other values (8) | 499778 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2377216 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| D | 311726 | |
| A | 252025 | |
| L | 187487 | 7.9% |
| I | 187487 | 7.9% |
| G | 187487 | 7.9% |
| H | 187487 | 7.9% |
| T | 187487 | 7.9% |
| Y | 134109 | 5.6% |
| S | 127951 | 5.4% |
| R | 114192 | 4.8% |
| Other values (8) | 499778 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2377216 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| D | 311726 | |
| A | 252025 | |
| L | 187487 | 7.9% |
| I | 187487 | 7.9% |
| G | 187487 | 7.9% |
| H | 187487 | 7.9% |
| T | 187487 | 7.9% |
| Y | 134109 | 5.6% |
| S | 127951 | 5.4% |
| R | 114192 | 4.8% |
| Other values (8) | 499778 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2377216 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| D | 311726 | |
| A | 252025 | |
| L | 187487 | 7.9% |
| I | 187487 | 7.9% |
| G | 187487 | 7.9% |
| H | 187487 | 7.9% |
| T | 187487 | 7.9% |
| Y | 134109 | 5.6% |
| S | 127951 | 5.4% |
| R | 114192 | 4.8% |
| Other values (8) | 499778 |
first_crash_type
Categorical
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| TURNING | |
|---|---|
| ANGLE | |
| REAR END | |
| SIDESWIPE SAME DIRECTION | |
| PEDESTRIAN | |
| Other values (13) |
Length
| Max length | 28 |
|---|---|
| Median length | 24 |
| Mean length | 9.2783962 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TURNING |
|---|---|
| 2nd row | TURNING |
| 3rd row | REAR END |
| 4th row | ANGLE |
| 5th row | REAR END |
Common Values
| Value | Count | Frequency (%) |
| TURNING | 64157 | |
| ANGLE | 52250 | |
| REAR END | 42018 | |
| SIDESWIPE SAME DIRECTION | 20116 | 9.6% |
| PEDESTRIAN | 8996 | 4.3% |
| PEDALCYCLIST | 5337 | 2.5% |
| PARKED MOTOR VEHICLE | 4893 | 2.3% |
| FIXED OBJECT | 4742 | 2.3% |
| SIDESWIPE OPPOSITE DIRECTION | 1839 | 0.9% |
| HEAD ON | 1790 | 0.9% |
| Other values (8) | 3168 | 1.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| turning | 64157 | |
| angle | 52250 | |
| rear | 44046 | |
| end | 42018 | |
| sideswipe | 21955 | 6.9% |
| direction | 21955 | 6.9% |
| same | 20116 | 6.4% |
| pedestrian | 8996 | 2.8% |
| object | 5501 | 1.7% |
| pedalcyclist | 5337 | 1.7% |
| Other values (15) | 30187 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 278148 | |
| N | 257408 | |
| R | 195351 | |
| I | 179140 | |
| A | 137590 | 7.1% |
| T | 116926 | 6.0% |
| G | 116407 | 6.0% |
| D | 112555 | 5.8% |
| 107212 | 5.5% | |
| S | 81220 | 4.2% |
| Other values (15) | 360067 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1942024 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 278148 | |
| N | 257408 | |
| R | 195351 | |
| I | 179140 | |
| A | 137590 | 7.1% |
| T | 116926 | 6.0% |
| G | 116407 | 6.0% |
| D | 112555 | 5.8% |
| 107212 | 5.5% | |
| S | 81220 | 4.2% |
| Other values (15) | 360067 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1942024 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 278148 | |
| N | 257408 | |
| R | 195351 | |
| I | 179140 | |
| A | 137590 | 7.1% |
| T | 116926 | 6.0% |
| G | 116407 | 6.0% |
| D | 112555 | 5.8% |
| 107212 | 5.5% | |
| S | 81220 | 4.2% |
| Other values (15) | 360067 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1942024 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 278148 | |
| N | 257408 | |
| R | 195351 | |
| I | 179140 | |
| A | 137590 | 7.1% |
| T | 116926 | 6.0% |
| G | 116407 | 6.0% |
| D | 112555 | 5.8% |
| 107212 | 5.5% | |
| S | 81220 | 4.2% |
| Other values (15) | 360067 |
trafficway_type
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| NOT DIVIDED | |
|---|---|
| FOUR WAY | |
| DIVIDED - W/MEDIAN (NOT RAISED) | |
| ONE-WAY | |
| DIVIDED - W/MEDIAN BARRIER | |
| Other values (15) |
Length
| Max length | 31 |
|---|---|
| Median length | 26 |
| Mean length | 14.301353 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NOT DIVIDED |
|---|---|
| 2nd row | FOUR WAY |
| 3rd row | T-INTERSECTION |
| 4th row | FOUR WAY |
| 5th row | T-INTERSECTION |
Common Values
| Value | Count | Frequency (%) |
| NOT DIVIDED | 77753 | |
| FOUR WAY | 49057 | |
| DIVIDED - W/MEDIAN (NOT RAISED) | 34221 | |
| ONE-WAY | 12341 | 5.9% |
| DIVIDED - W/MEDIAN BARRIER | 10720 | 5.1% |
| T-INTERSECTION | 9233 | 4.4% |
| OTHER | 4757 | 2.3% |
| CENTER TURN LANE | 2862 | 1.4% |
| UNKNOWN INTERSECTION TYPE | 1885 | 0.9% |
| FIVE POINT, OR MORE | 1119 | 0.5% |
| Other values (10) | 5358 | 2.6% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| divided | 122694 | |
| not | 112555 | |
| four | 49057 | 9.4% |
| way | 49057 | 9.4% |
| 44941 | 8.6% | |
| w/median | 44941 | 8.6% |
| raised | 34221 | 6.6% |
| one-way | 12341 | 2.4% |
| barrier | 10720 | 2.1% |
| t-intersection | 9233 | 1.8% |
| Other values (22) | 30056 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 448117 | |
| I | 363281 | |
| 310510 | ||
| E | 269611 | |
| N | 213380 | 7.1% |
| O | 199318 | 6.7% |
| T | 162409 | 5.4% |
| A | 156774 | 5.2% |
| R | 144189 | 4.8% |
| V | 123956 | 4.1% |
| Other values (18) | 601814 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2993359 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| D | 448117 | |
| I | 363281 | |
| 310510 | ||
| E | 269611 | |
| N | 213380 | 7.1% |
| O | 199318 | 6.7% |
| T | 162409 | 5.4% |
| A | 156774 | 5.2% |
| R | 144189 | 4.8% |
| V | 123956 | 4.1% |
| Other values (18) | 601814 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2993359 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| D | 448117 | |
| I | 363281 | |
| 310510 | ||
| E | 269611 | |
| N | 213380 | 7.1% |
| O | 199318 | 6.7% |
| T | 162409 | 5.4% |
| A | 156774 | 5.2% |
| R | 144189 | 4.8% |
| V | 123956 | 4.1% |
| Other values (18) | 601814 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2993359 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| D | 448117 | |
| I | 363281 | |
| 310510 | ||
| E | 269611 | |
| N | 213380 | 7.1% |
| O | 199318 | 6.7% |
| T | 162409 | 5.4% |
| A | 156774 | 5.2% |
| R | 144189 | 4.8% |
| V | 123956 | 4.1% |
| Other values (18) | 601814 |
alignment
Categorical
Imbalance
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| STRAIGHT AND LEVEL | |
|---|---|
| STRAIGHT ON GRADE | 2992 |
| CURVE, LEVEL | 1014 |
| STRAIGHT ON HILLCREST | 478 |
| CURVE ON GRADE | 179 |
Length
| Max length | 21 |
|---|---|
| Median length | 18 |
| Mean length | 17.960068 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | STRAIGHT AND LEVEL |
|---|---|
| 2nd row | STRAIGHT AND LEVEL |
| 3rd row | STRAIGHT AND LEVEL |
| 4th row | STRAIGHT AND LEVEL |
| 5th row | STRAIGHT AND LEVEL |
Common Values
| Value | Count | Frequency (%) |
| STRAIGHT AND LEVEL | 204590 | |
| STRAIGHT ON GRADE | 2992 | 1.4% |
| CURVE, LEVEL | 1014 | 0.5% |
| STRAIGHT ON HILLCREST | 478 | 0.2% |
| CURVE ON GRADE | 179 | 0.1% |
| CURVE ON HILLCREST | 53 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| straight | 208060 | |
| level | 205604 | |
| and | 204590 | |
| on | 3702 | 0.6% |
| grade | 3171 | 0.5% |
| curve | 1246 | 0.2% |
| hillcrest | 531 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 417598 | ||
| T | 416651 | |
| E | 416156 | |
| A | 415821 | |
| L | 412270 | |
| R | 213008 | 5.7% |
| G | 211231 | 5.6% |
| S | 208591 | 5.5% |
| I | 208591 | 5.5% |
| H | 208591 | 5.5% |
| Other values (7) | 630642 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3759150 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 417598 | ||
| T | 416651 | |
| E | 416156 | |
| A | 415821 | |
| L | 412270 | |
| R | 213008 | 5.7% |
| G | 211231 | 5.6% |
| S | 208591 | 5.5% |
| I | 208591 | 5.5% |
| H | 208591 | 5.5% |
| Other values (7) | 630642 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3759150 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 417598 | ||
| T | 416651 | |
| E | 416156 | |
| A | 415821 | |
| L | 412270 | |
| R | 213008 | 5.7% |
| G | 211231 | 5.6% |
| S | 208591 | 5.5% |
| I | 208591 | 5.5% |
| H | 208591 | 5.5% |
| Other values (7) | 630642 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3759150 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 417598 | ||
| T | 416651 | |
| E | 416156 | |
| A | 415821 | |
| L | 412270 | |
| R | 213008 | 5.7% |
| G | 211231 | 5.6% |
| S | 208591 | 5.5% |
| I | 208591 | 5.5% |
| H | 208591 | 5.5% |
| Other values (7) | 630642 |
roadway_surface_cond
Categorical
High correlation Imbalance
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| DRY | |
|---|---|
| WET | |
| UNKNOWN | 12509 |
| SNOW OR SLUSH | 6203 |
| ICE | 1303 |
| Other values (2) | 478 |
Length
| Max length | 15 |
|---|---|
| Median length | 3 |
| Mean length | 3.5418956 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | UNKNOWN |
|---|---|
| 2nd row | DRY |
| 3rd row | DRY |
| 4th row | DRY |
| 5th row | UNKNOWN |
Common Values
| Value | Count | Frequency (%) |
| DRY | 155905 | |
| WET | 32908 | 15.7% |
| UNKNOWN | 12509 | 6.0% |
| SNOW OR SLUSH | 6203 | 3.0% |
| ICE | 1303 | 0.6% |
| OTHER | 438 | 0.2% |
| SAND, MUD, DIRT | 40 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| dry | 155905 | |
| wet | 32908 | 14.8% |
| unknown | 12509 | 5.6% |
| snow | 6203 | 2.8% |
| or | 6203 | 2.8% |
| slush | 6203 | 2.8% |
| ice | 1303 | 0.6% |
| other | 438 | 0.2% |
| sand | 40 | < 0.1% |
| mud | 40 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 162586 | |
| D | 156025 | |
| Y | 155905 | |
| W | 51620 | 7.0% |
| N | 43770 | 5.9% |
| E | 34649 | 4.7% |
| T | 33386 | 4.5% |
| O | 25353 | 3.4% |
| U | 18752 | 2.5% |
| S | 18649 | 2.5% |
| Other values (9) | 40645 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 741340 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 162586 | |
| D | 156025 | |
| Y | 155905 | |
| W | 51620 | 7.0% |
| N | 43770 | 5.9% |
| E | 34649 | 4.7% |
| T | 33386 | 4.5% |
| O | 25353 | 3.4% |
| U | 18752 | 2.5% |
| S | 18649 | 2.5% |
| Other values (9) | 40645 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 741340 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 162586 | |
| D | 156025 | |
| Y | 155905 | |
| W | 51620 | 7.0% |
| N | 43770 | 5.9% |
| E | 34649 | 4.7% |
| T | 33386 | 4.5% |
| O | 25353 | 3.4% |
| U | 18752 | 2.5% |
| S | 18649 | 2.5% |
| Other values (9) | 40645 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 741340 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 162586 | |
| D | 156025 | |
| Y | 155905 | |
| W | 51620 | 7.0% |
| N | 43770 | 5.9% |
| E | 34649 | 4.7% |
| T | 33386 | 4.5% |
| O | 25353 | 3.4% |
| U | 18752 | 2.5% |
| S | 18649 | 2.5% |
| Other values (9) | 40645 | 5.5% |
road_defect
Categorical
Imbalance
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| NO DEFECTS | |
|---|---|
| UNKNOWN | |
| WORN SURFACE | 1000 |
| OTHER | 912 |
| RUT, HOLES | 741 |
| Other values (2) | 497 |
Length
| Max length | 17 |
|---|---|
| Median length | 10 |
| Mean length | 9.5075392 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | UNKNOWN |
|---|---|
| 2nd row | NO DEFECTS |
| 3rd row | NO DEFECTS |
| 4th row | NO DEFECTS |
| 5th row | UNKNOWN |
Common Values
| Value | Count | Frequency (%) |
| NO DEFECTS | 171730 | |
| UNKNOWN | 34426 | 16.4% |
| WORN SURFACE | 1000 | 0.5% |
| OTHER | 912 | 0.4% |
| RUT, HOLES | 741 | 0.4% |
| SHOULDER DEFECT | 358 | 0.2% |
| DEBRIS ON ROADWAY | 139 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 171730 | |
| defects | 171730 | |
| unknown | 34426 | 9.0% |
| worn | 1000 | 0.3% |
| surface | 1000 | 0.3% |
| other | 912 | 0.2% |
| rut | 741 | 0.2% |
| holes | 741 | 0.2% |
| shoulder | 358 | 0.1% |
| defect | 358 | 0.1% |
| Other values (3) | 417 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 347326 | |
| N | 276147 | |
| O | 209445 | |
| 174107 | ||
| S | 173968 | |
| T | 173741 | |
| C | 173088 | |
| F | 173088 | |
| D | 172724 | |
| U | 36525 | 1.8% |
| Other values (10) | 79826 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1989985 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 347326 | |
| N | 276147 | |
| O | 209445 | |
| 174107 | ||
| S | 173968 | |
| T | 173741 | |
| C | 173088 | |
| F | 173088 | |
| D | 172724 | |
| U | 36525 | 1.8% |
| Other values (10) | 79826 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1989985 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 347326 | |
| N | 276147 | |
| O | 209445 | |
| 174107 | ||
| S | 173968 | |
| T | 173741 | |
| C | 173088 | |
| F | 173088 | |
| D | 172724 | |
| U | 36525 | 1.8% |
| Other values (10) | 79826 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1989985 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 347326 | |
| N | 276147 | |
| O | 209445 | |
| 174107 | ||
| S | 173968 | |
| T | 173741 | |
| C | 173088 | |
| F | 173088 | |
| D | 172724 | |
| U | 36525 | 1.8% |
| Other values (10) | 79826 | 4.0% |
crash_type
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| NO INJURY / DRIVE AWAY | |
|---|---|
| INJURY AND / OR TOW DUE TO CRASH |
Length
| Max length | 32 |
|---|---|
| Median length | 22 |
| Mean length | 26.392134 |
| Min length | 22 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NO INJURY / DRIVE AWAY |
|---|---|
| 2nd row | NO INJURY / DRIVE AWAY |
| 3rd row | NO INJURY / DRIVE AWAY |
| 4th row | INJURY AND / OR TOW DUE TO CRASH |
| 5th row | NO INJURY / DRIVE AWAY |
Common Values
| Value | Count | Frequency (%) |
| NO INJURY / DRIVE AWAY | 117376 | |
| INJURY AND / OR TOW DUE TO CRASH | 91930 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| injury | 209306 | |
| 209306 | ||
| no | 117376 | |
| drive | 117376 | |
| away | 117376 | |
| and | 91930 | |
| or | 91930 | |
| tow | 91930 | |
| due | 91930 | |
| to | 91930 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1113014 | ||
| R | 510542 | |
| A | 418612 | 7.6% |
| N | 418612 | 7.6% |
| O | 393166 | 7.1% |
| Y | 326682 | 5.9% |
| I | 326682 | 5.9% |
| D | 301236 | 5.5% |
| U | 301236 | 5.5% |
| J | 209306 | 3.8% |
| Other values (8) | 1204944 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5524032 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1113014 | ||
| R | 510542 | |
| A | 418612 | 7.6% |
| N | 418612 | 7.6% |
| O | 393166 | 7.1% |
| Y | 326682 | 5.9% |
| I | 326682 | 5.9% |
| D | 301236 | 5.5% |
| U | 301236 | 5.5% |
| J | 209306 | 3.8% |
| Other values (8) | 1204944 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5524032 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1113014 | ||
| R | 510542 | |
| A | 418612 | 7.6% |
| N | 418612 | 7.6% |
| O | 393166 | 7.1% |
| Y | 326682 | 5.9% |
| I | 326682 | 5.9% |
| D | 301236 | 5.5% |
| U | 301236 | 5.5% |
| J | 209306 | 3.8% |
| Other values (8) | 1204944 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5524032 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1113014 | ||
| R | 510542 | |
| A | 418612 | 7.6% |
| N | 418612 | 7.6% |
| O | 393166 | 7.1% |
| Y | 326682 | 5.9% |
| I | 326682 | 5.9% |
| D | 301236 | 5.5% |
| U | 301236 | 5.5% |
| J | 209306 | 3.8% |
| Other values (8) | 1204944 |
intersection_related_i
Boolean
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 204.5 KiB |
| True | |
|---|---|
| False | 9982 |
| Value | Count | Frequency (%) |
| True | 199324 | |
| False | 9982 | 4.8% |
damage
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| OVER $1,500 | |
|---|---|
| $501 - $1,500 | |
| $500 OR LESS |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 11.493072 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | $501 - $1,500 |
|---|---|
| 2nd row | OVER $1,500 |
| 3rd row | $501 - $1,500 |
| 4th row | OVER $1,500 |
| 5th row | $501 - $1,500 |
Common Values
| Value | Count | Frequency (%) |
| OVER $1,500 | 147313 | |
| $501 - $1,500 | 41210 | 19.7% |
| $500 OR LESS | 20783 | 9.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1,500 | 188523 | |
| over | 147313 | |
| 501 | 41210 | 8.6% |
| 41210 | 8.6% | |
| 500 | 20783 | 4.3% |
| or | 20783 | 4.3% |
| less | 20783 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 459822 | |
| 271299 | ||
| $ | 250516 | |
| 5 | 250516 | |
| 1 | 229733 | |
| , | 188523 | |
| R | 168096 | 7.0% |
| E | 168096 | 7.0% |
| O | 168096 | 7.0% |
| V | 147313 | 6.1% |
| Other values (3) | 103559 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2405569 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 459822 | |
| 271299 | ||
| $ | 250516 | |
| 5 | 250516 | |
| 1 | 229733 | |
| , | 188523 | |
| R | 168096 | 7.0% |
| E | 168096 | 7.0% |
| O | 168096 | 7.0% |
| V | 147313 | 6.1% |
| Other values (3) | 103559 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2405569 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 459822 | |
| 271299 | ||
| $ | 250516 | |
| 5 | 250516 | |
| 1 | 229733 | |
| , | 188523 | |
| R | 168096 | 7.0% |
| E | 168096 | 7.0% |
| O | 168096 | 7.0% |
| V | 147313 | 6.1% |
| Other values (3) | 103559 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2405569 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 459822 | |
| 271299 | ||
| $ | 250516 | |
| 5 | 250516 | |
| 1 | 229733 | |
| , | 188523 | |
| R | 168096 | 7.0% |
| E | 168096 | 7.0% |
| O | 168096 | 7.0% |
| V | 147313 | 6.1% |
| Other values (3) | 103559 | 4.3% |
prim_contributory_cause
Categorical
| Distinct | 40 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| UNABLE TO DETERMINE | |
|---|---|
| FAILING TO YIELD RIGHT-OF-WAY | |
| FOLLOWING TOO CLOSELY | |
| DISREGARDING TRAFFIC SIGNALS | |
| IMPROPER TURNING/NO SIGNAL | |
| Other values (35) |
Length
| Max length | 80 |
|---|---|
| Median length | 75 |
| Mean length | 25.296924 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | UNABLE TO DETERMINE |
|---|---|
| 2nd row | IMPROPER TURNING/NO SIGNAL |
| 3rd row | FOLLOWING TOO CLOSELY |
| 4th row | UNABLE TO DETERMINE |
| 5th row | DRIVING SKILLS/KNOWLEDGE/EXPERIENCE |
Common Values
| Value | Count | Frequency (%) |
| UNABLE TO DETERMINE | 58316 | |
| FAILING TO YIELD RIGHT-OF-WAY | 42914 | |
| FOLLOWING TOO CLOSELY | 19084 | 9.1% |
| DISREGARDING TRAFFIC SIGNALS | 14591 | 7.0% |
| IMPROPER TURNING/NO SIGNAL | 12643 | 6.0% |
| FAILING TO REDUCE SPEED TO AVOID CRASH | 10676 | 5.1% |
| IMPROPER OVERTAKING/PASSING | 8302 | 4.0% |
| DISREGARDING STOP SIGN | 6749 | 3.2% |
| IMPROPER LANE USAGE | 6462 | 3.1% |
| NOT APPLICABLE | 5241 | 2.5% |
| Other values (30) | 24328 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| to | 122945 | |
| unable | 58316 | 8.0% |
| determine | 58316 | 8.0% |
| failing | 53590 | 7.4% |
| yield | 43046 | 5.9% |
| right-of-way | 42914 | 5.9% |
| improper | 29747 | 4.1% |
| disregarding | 22907 | 3.2% |
| too | 19084 | 2.6% |
| closely | 19084 | 2.6% |
| Other values (106) | 256744 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 518312 | 9.8% |
| 517387 | 9.8% | |
| I | 516252 | 9.8% |
| N | 372413 | 7.0% |
| O | 369603 | 7.0% |
| T | 321967 | 6.1% |
| R | 315619 | 6.0% |
| L | 309783 | 5.9% |
| A | 307956 | 5.8% |
| G | 265384 | 5.0% |
| Other values (23) | 1480122 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5294798 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 518312 | 9.8% |
| 517387 | 9.8% | |
| I | 516252 | 9.8% |
| N | 372413 | 7.0% |
| O | 369603 | 7.0% |
| T | 321967 | 6.1% |
| R | 315619 | 6.0% |
| L | 309783 | 5.9% |
| A | 307956 | 5.8% |
| G | 265384 | 5.0% |
| Other values (23) | 1480122 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5294798 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 518312 | 9.8% |
| 517387 | 9.8% | |
| I | 516252 | 9.8% |
| N | 372413 | 7.0% |
| O | 369603 | 7.0% |
| T | 321967 | 6.1% |
| R | 315619 | 6.0% |
| L | 309783 | 5.9% |
| A | 307956 | 5.8% |
| G | 265384 | 5.0% |
| Other values (23) | 1480122 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5294798 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 518312 | 9.8% |
| 517387 | 9.8% | |
| I | 516252 | 9.8% |
| N | 372413 | 7.0% |
| O | 369603 | 7.0% |
| T | 321967 | 6.1% |
| R | 315619 | 6.0% |
| L | 309783 | 5.9% |
| A | 307956 | 5.8% |
| G | 265384 | 5.0% |
| Other values (23) | 1480122 |
num_units
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0632997 |
| Minimum | 1 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.39601188 |
|---|---|
| Coefficient of variation (CV) | 0.19193135 |
| Kurtosis | 35.766415 |
| Mean | 2.0632997 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.9882897 |
| Sum | 431861 |
| Variance | 0.15682541 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 2 | 189366 | |
| 3 | 12251 | 5.9% |
| 1 | 5123 | 2.4% |
| 4 | 1908 | 0.9% |
| 5 | 453 | 0.2% |
| 6 | 135 | 0.1% |
| 7 | 34 | < 0.1% |
| 8 | 22 | < 0.1% |
| 9 | 9 | < 0.1% |
| 10 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5123 | 2.4% |
| 2 | 189366 | |
| 3 | 12251 | 5.9% |
| 4 | 1908 | 0.9% |
| 5 | 453 | 0.2% |
| 6 | 135 | 0.1% |
| 7 | 34 | < 0.1% |
| 8 | 22 | < 0.1% |
| 9 | 9 | < 0.1% |
| 10 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 9 | < 0.1% |
| 8 | 22 | < 0.1% |
| 7 | 34 | < 0.1% |
| 6 | 135 | 0.1% |
| 5 | 453 | 0.2% |
| 4 | 1908 | 0.9% |
| 3 | 12251 | 5.9% |
| 2 | 189366 |
most_severe_injury
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| NO INDICATION OF INJURY | |
|---|---|
| NONINCAPACITATING INJURY | |
| REPORTED, NOT EVIDENT | |
| INCAPACITATING INJURY | 6564 |
| FATAL | 351 |
Length
| Max length | 24 |
|---|---|
| Median length | 23 |
| Mean length | 22.904116 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NO INDICATION OF INJURY |
|---|---|
| 2nd row | NO INDICATION OF INJURY |
| 3rd row | NO INDICATION OF INJURY |
| 4th row | NONINCAPACITATING INJURY |
| 5th row | NO INDICATION OF INJURY |
Common Values
| Value | Count | Frequency (%) |
| NO INDICATION OF INJURY | 154789 | |
| NONINCAPACITATING INJURY | 31527 | 15.1% |
| REPORTED, NOT EVIDENT | 16075 | 7.7% |
| INCAPACITATING INJURY | 6564 | 3.1% |
| FATAL | 351 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| injury | 192880 | |
| no | 154789 | |
| indication | 154789 | |
| of | 154789 | |
| nonincapacitating | 31527 | 4.2% |
| reported | 16075 | 2.2% |
| not | 16075 | 2.2% |
| evident | 16075 | 2.2% |
| incapacitating | 6564 | 0.9% |
| fatal | 351 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 828633 | |
| I | 787595 | |
| 534608 | ||
| O | 528044 | |
| T | 279547 | 5.8% |
| A | 269764 | 5.6% |
| C | 230971 | 4.8% |
| R | 225030 | 4.7% |
| U | 192880 | 4.0% |
| Y | 192880 | 4.0% |
| Other values (9) | 724017 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4793969 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 828633 | |
| I | 787595 | |
| 534608 | ||
| O | 528044 | |
| T | 279547 | 5.8% |
| A | 269764 | 5.6% |
| C | 230971 | 4.8% |
| R | 225030 | 4.7% |
| U | 192880 | 4.0% |
| Y | 192880 | 4.0% |
| Other values (9) | 724017 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4793969 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 828633 | |
| I | 787595 | |
| 534608 | ||
| O | 528044 | |
| T | 279547 | 5.8% |
| A | 269764 | 5.6% |
| C | 230971 | 4.8% |
| R | 225030 | 4.7% |
| U | 192880 | 4.0% |
| Y | 192880 | 4.0% |
| Other values (9) | 724017 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4793969 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 828633 | |
| I | 787595 | |
| 534608 | ||
| O | 528044 | |
| T | 279547 | 5.8% |
| A | 269764 | 5.6% |
| C | 230971 | 4.8% |
| R | 225030 | 4.7% |
| U | 192880 | 4.0% |
| Y | 192880 | 4.0% |
| Other values (9) | 724017 |
injuries_total
Real number (ℝ)
High correlation Zeros
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38271717 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 154789 |
| Zeros (%) | 74.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.79971998 |
|---|---|
| Coefficient of variation (CV) | 2.0895848 |
| Kurtosis | 23.184727 |
| Mean | 0.38271717 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.4144456 |
| Sum | 80105 |
| Variance | 0.63955205 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 154789 | |
| 1 | 38378 | 18.3% |
| 2 | 10447 | 5.0% |
| 3 | 3505 | 1.7% |
| 4 | 1338 | 0.6% |
| 5 | 488 | 0.2% |
| 6 | 212 | 0.1% |
| 7 | 80 | < 0.1% |
| 8 | 30 | < 0.1% |
| 9 | 14 | < 0.1% |
| Other values (9) | 25 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 154789 | |
| 1 | 38378 | 18.3% |
| 2 | 10447 | 5.0% |
| 3 | 3505 | 1.7% |
| 4 | 1338 | 0.6% |
| 5 | 488 | 0.2% |
| 6 | 212 | 0.1% |
| 7 | 80 | < 0.1% |
| 8 | 30 | < 0.1% |
| 9 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 2 | < 0.1% |
| 19 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 4 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 3 | < 0.1% |
| 11 | 5 | < 0.1% |
| 10 | 7 | |
| 9 | 14 |
injuries_fatal
Categorical
High correlation Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| 0.0 | |
|---|---|
| 1.0 | 317 |
| 2.0 | 30 |
| 3.0 | 4 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 208955 | |
| 1.0 | 317 | 0.2% |
| 2.0 | 30 | < 0.1% |
| 3.0 | 4 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 208955 | |
| 1.0 | 317 | 0.2% |
| 2.0 | 30 | < 0.1% |
| 3.0 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 418261 | |
| . | 209306 | |
| 1 | 317 | 0.1% |
| 2 | 30 | < 0.1% |
| 3 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 627918 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 418261 | |
| . | 209306 | |
| 1 | 317 | 0.1% |
| 2 | 30 | < 0.1% |
| 3 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 627918 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 418261 | |
| . | 209306 | |
| 1 | 317 | 0.1% |
| 2 | 30 | < 0.1% |
| 3 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 627918 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 418261 | |
| . | 209306 | |
| 1 | 317 | 0.1% |
| 2 | 30 | < 0.1% |
| 3 | 4 | < 0.1% |
injuries_incapacitating
Real number (ℝ)
Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.038102109 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 202672 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.23396356 |
|---|---|
| Coefficient of variation (CV) | 6.1404361 |
| Kurtosis | 101.49999 |
| Mean | 0.038102109 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.4430419 |
| Sum | 7975 |
| Variance | 0.054738949 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 202672 | |
| 1 | 5682 | 2.7% |
| 2 | 683 | 0.3% |
| 3 | 182 | 0.1% |
| 4 | 62 | < 0.1% |
| 5 | 19 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 202672 | |
| 1 | 5682 | 2.7% |
| 2 | 683 | 0.3% |
| 3 | 182 | 0.1% |
| 4 | 62 | < 0.1% |
| 5 | 19 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 2 | < 0.1% |
| 6 | 4 | < 0.1% |
| 5 | 19 | < 0.1% |
| 4 | 62 | < 0.1% |
| 3 | 182 | 0.1% |
| 2 | 683 | 0.3% |
| 1 | 5682 | 2.7% |
| 0 | 202672 |
injuries_non_incapacitating
Real number (ℝ)
High correlation Zeros
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22124067 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 176306 |
| Zeros (%) | 84.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6149597 |
|---|---|
| Coefficient of variation (CV) | 2.7795961 |
| Kurtosis | 41.053424 |
| Mean | 0.22124067 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.5350042 |
| Sum | 46307 |
| Variance | 0.37817543 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 176306 | |
| 1 | 24413 | 11.7% |
| 2 | 5688 | 2.7% |
| 3 | 1828 | 0.9% |
| 4 | 667 | 0.3% |
| 5 | 232 | 0.1% |
| 6 | 106 | 0.1% |
| 7 | 33 | < 0.1% |
| 8 | 15 | < 0.1% |
| 10 | 5 | < 0.1% |
| Other values (9) | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 176306 | |
| 1 | 24413 | 11.7% |
| 2 | 5688 | 2.7% |
| 3 | 1828 | 0.9% |
| 4 | 667 | 0.3% |
| 5 | 232 | 0.1% |
| 6 | 106 | 0.1% |
| 7 | 33 | < 0.1% |
| 8 | 15 | < 0.1% |
| 9 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 5 | |
| 9 | 5 |
injuries_reported_not_evident
Real number (ℝ)
High correlation Zeros
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12151587 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 190619 |
| Zeros (%) | 91.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.45086501 |
|---|---|
| Coefficient of variation (CV) | 3.7103386 |
| Kurtosis | 46.98613 |
| Mean | 0.12151587 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.4461894 |
| Sum | 25434 |
| Variance | 0.20327926 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 190619 | |
| 1 | 14029 | 6.7% |
| 2 | 3302 | 1.6% |
| 3 | 904 | 0.4% |
| 4 | 289 | 0.1% |
| 5 | 105 | 0.1% |
| 6 | 29 | < 0.1% |
| 7 | 15 | < 0.1% |
| 8 | 7 | < 0.1% |
| 9 | 3 | < 0.1% |
| Other values (3) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 190619 | |
| 1 | 14029 | 6.7% |
| 2 | 3302 | 1.6% |
| 3 | 904 | 0.4% |
| 4 | 289 | 0.1% |
| 5 | 105 | 0.1% |
| 6 | 29 | < 0.1% |
| 7 | 15 | < 0.1% |
| 8 | 7 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 7 | < 0.1% |
| 7 | 15 | < 0.1% |
| 6 | 29 | < 0.1% |
| 5 | 105 | 0.1% |
| 4 | 289 | 0.1% |
| 3 | 904 |
injuries_no_indication
Real number (ℝ)
Zeros
| Distinct | 39 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2440016 |
| Minimum | 0 |
|---|---|
| Maximum | 49 |
| Zeros | 6229 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 49 |
| Range | 49 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.241175 |
|---|---|
| Coefficient of variation (CV) | 0.55310791 |
| Kurtosis | 65.915881 |
| Mean | 2.2440016 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.7427867 |
| Sum | 469683 |
| Variance | 1.5405155 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 2 | 109130 | |
| 1 | 36148 | 17.3% |
| 3 | 34350 | 16.4% |
| 4 | 13453 | 6.4% |
| 0 | 6229 | 3.0% |
| 5 | 5781 | 2.8% |
| 6 | 2458 | 1.2% |
| 7 | 945 | 0.5% |
| 8 | 395 | 0.2% |
| 9 | 188 | 0.1% |
| Other values (29) | 229 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6229 | 3.0% |
| 1 | 36148 | 17.3% |
| 2 | 109130 | |
| 3 | 34350 | 16.4% |
| 4 | 13453 | 6.4% |
| 5 | 5781 | 2.8% |
| 6 | 2458 | 1.2% |
| 7 | 945 | 0.5% |
| 8 | 395 | 0.2% |
| 9 | 188 | 0.1% |
| Value | Count | Frequency (%) |
| 49 | 1 | |
| 46 | 1 | |
| 42 | 2 | |
| 39 | 1 | |
| 37 | 1 | |
| 36 | 2 | |
| 35 | 1 | |
| 34 | 1 | |
| 32 | 1 | |
| 31 | 1 |
crash_hour
Real number (ℝ)
Zeros
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.373047 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 4487 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 14 |
| Q3 | 17 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.6038304 |
|---|---|
| Coefficient of variation (CV) | 0.41903916 |
| Kurtosis | -0.40990009 |
| Mean | 13.373047 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.4354833 |
| Sum | 2799059 |
| Variance | 31.402915 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 17 | 16097 | 7.7% |
| 16 | 16025 | 7.7% |
| 15 | 15894 | 7.6% |
| 18 | 13431 | 6.4% |
| 14 | 13349 | 6.4% |
| 13 | 11949 | 5.7% |
| 12 | 11726 | 5.6% |
| 8 | 11381 | 5.4% |
| 11 | 10052 | 4.8% |
| 19 | 9683 | 4.6% |
| Other values (14) | 79719 |
| Value | Count | Frequency (%) |
| 0 | 4487 | 2.1% |
| 1 | 3729 | 1.8% |
| 2 | 3080 | 1.5% |
| 3 | 2364 | 1.1% |
| 4 | 2104 | 1.0% |
| 5 | 2819 | 1.3% |
| 6 | 4772 | |
| 7 | 9405 | |
| 8 | 11381 | |
| 9 | 9300 |
| Value | Count | Frequency (%) |
| 23 | 5943 | 2.8% |
| 22 | 7035 | |
| 21 | 7472 | |
| 20 | 8219 | |
| 19 | 9683 | |
| 18 | 13431 | |
| 17 | 16097 | |
| 16 | 16025 | |
| 15 | 15894 | |
| 14 | 13349 |
crash_day_of_week
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1440236 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9668637 |
|---|---|
| Coefficient of variation (CV) | 0.47462656 |
| Kurtosis | -1.2194932 |
| Mean | 4.1440236 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.094234655 |
| Sum | 867369 |
| Variance | 3.8685526 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 6 | 34458 | |
| 5 | 30787 | |
| 7 | 30710 | |
| 4 | 30093 | |
| 3 | 30074 | |
| 2 | 27938 | |
| 1 | 25246 |
| Value | Count | Frequency (%) |
| 1 | 25246 | |
| 2 | 27938 | |
| 3 | 30074 | |
| 4 | 30093 | |
| 5 | 30787 | |
| 6 | 34458 | |
| 7 | 30710 |
| Value | Count | Frequency (%) |
| 7 | 30710 | |
| 6 | 34458 | |
| 5 | 30787 | |
| 4 | 30093 | |
| 3 | 30074 | |
| 2 | 27938 | |
| 1 | 25246 |
crash_month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7718221 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4275929 |
|---|---|
| Coefficient of variation (CV) | 0.50615519 |
| Kurtosis | -1.1731058 |
| Mean | 6.7718221 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.12253128 |
| Sum | 1417383 |
| Variance | 11.748393 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 10 | 20089 | |
| 9 | 19018 | |
| 12 | 18816 | |
| 8 | 18350 | |
| 11 | 18328 | |
| 6 | 17851 | |
| 7 | 17834 | |
| 5 | 17432 | |
| 1 | 16606 | |
| 3 | 15265 | |
| Other values (2) | 29717 |
| Value | Count | Frequency (%) |
| 1 | 16606 | |
| 2 | 14621 | |
| 3 | 15265 | |
| 4 | 15096 | |
| 5 | 17432 | |
| 6 | 17851 | |
| 7 | 17834 | |
| 8 | 18350 | |
| 9 | 19018 | |
| 10 | 20089 |
| Value | Count | Frequency (%) |
| 12 | 18816 | |
| 11 | 18328 | |
| 10 | 20089 | |
| 9 | 19018 | |
| 8 | 18350 | |
| 7 | 17834 | |
| 6 | 17851 | |
| 5 | 17432 | |
| 4 | 15096 | |
| 3 | 15265 |
injury_severity
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| 0 | |
|---|---|
| 2 | |
| 1 | |
| 3 | 6564 |
| 4 | 351 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 2 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 154789 | |
| 2 | 31527 | 15.1% |
| 1 | 16075 | 7.7% |
| 3 | 6564 | 3.1% |
| 4 | 351 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 154789 | |
| 2 | 31527 | 15.1% |
| 1 | 16075 | 7.7% |
| 3 | 6564 | 3.1% |
| 4 | 351 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 154789 | |
| 2 | 31527 | 15.1% |
| 1 | 16075 | 7.7% |
| 3 | 6564 | 3.1% |
| 4 | 351 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 209306 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154789 | |
| 2 | 31527 | 15.1% |
| 1 | 16075 | 7.7% |
| 3 | 6564 | 3.1% |
| 4 | 351 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 209306 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154789 | |
| 2 | 31527 | 15.1% |
| 1 | 16075 | 7.7% |
| 3 | 6564 | 3.1% |
| 4 | 351 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 209306 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 154789 | |
| 2 | 31527 | 15.1% |
| 1 | 16075 | 7.7% |
| 3 | 6564 | 3.1% |
| 4 | 351 | 0.2% |
Interactions
Correlations
| alignment | crash_day_of_week | crash_hour | crash_month | crash_type | damage | first_crash_type | injuries_fatal | injuries_incapacitating | injuries_no_indication | injuries_non_incapacitating | injuries_reported_not_evident | injuries_total | injury_severity | intersection_related_i | lighting_condition | most_severe_injury | num_units | prim_contributory_cause | road_defect | roadway_surface_cond | traffic_control_device | trafficway_type | weather_condition | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| alignment | 1.000 | 0.002 | 0.011 | 0.002 | 0.015 | 0.010 | 0.031 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.014 | 0.008 | 0.007 | 0.000 | 0.034 | 0.018 | 0.016 | 0.015 | 0.057 | 0.014 |
| crash_day_of_week | 0.002 | 1.000 | 0.057 | -0.006 | 0.049 | 0.028 | 0.024 | 0.006 | -0.006 | 0.012 | -0.014 | -0.006 | -0.016 | 0.014 | 0.002 | 0.063 | 0.014 | 0.004 | 0.029 | 0.003 | 0.011 | 0.011 | 0.010 | 0.016 |
| crash_hour | 0.011 | 0.057 | 1.000 | 0.004 | 0.127 | 0.058 | 0.056 | 0.017 | -0.004 | 0.058 | -0.007 | -0.004 | -0.007 | 0.036 | 0.017 | 0.393 | 0.036 | 0.020 | 0.066 | 0.027 | 0.038 | 0.028 | 0.025 | 0.040 |
| crash_month | 0.002 | -0.006 | 0.004 | 1.000 | 0.019 | 0.008 | 0.030 | 0.002 | 0.004 | -0.009 | 0.012 | 0.008 | 0.015 | 0.020 | 0.006 | 0.084 | 0.020 | 0.003 | 0.033 | 0.010 | 0.139 | 0.008 | 0.012 | 0.102 |
| crash_type | 0.015 | 0.049 | 0.127 | 0.019 | 1.000 | 0.266 | 0.390 | 0.046 | 0.204 | 0.001 | 0.134 | 0.170 | 0.189 | 0.670 | 0.039 | 0.121 | 0.670 | 0.165 | 0.320 | 0.070 | 0.113 | 0.083 | 0.143 | 0.097 |
| damage | 0.010 | 0.028 | 0.058 | 0.008 | 0.266 | 1.000 | 0.320 | 0.011 | 0.045 | 0.024 | 0.045 | 0.043 | 0.061 | 0.112 | 0.026 | 0.040 | 0.112 | 0.073 | 0.123 | 0.014 | 0.022 | 0.042 | 0.078 | 0.015 |
| first_crash_type | 0.031 | 0.024 | 0.056 | 0.030 | 0.390 | 0.320 | 1.000 | 0.032 | 0.081 | 0.023 | 0.027 | 0.025 | 0.036 | 0.218 | 0.173 | 0.050 | 0.218 | 0.043 | 0.259 | 0.075 | 0.047 | 0.112 | 0.073 | 0.030 |
| injuries_fatal | 0.000 | 0.006 | 0.017 | 0.002 | 0.046 | 0.011 | 0.032 | 1.000 | 0.060 | 0.000 | 0.030 | 0.011 | 0.120 | 0.577 | 0.004 | 0.014 | 0.577 | 0.044 | 0.028 | 0.001 | 0.003 | 0.001 | 0.009 | 0.001 |
| injuries_incapacitating | 0.009 | -0.006 | -0.004 | 0.004 | 0.204 | 0.045 | 0.081 | 0.060 | 1.000 | -0.167 | 0.028 | -0.009 | 0.310 | 0.498 | 0.005 | 0.014 | 0.498 | 0.046 | 0.039 | 0.009 | 0.010 | 0.009 | 0.010 | 0.008 |
| injuries_no_indication | 0.000 | 0.012 | 0.058 | -0.009 | 0.001 | 0.024 | 0.023 | 0.000 | -0.167 | 1.000 | -0.370 | -0.231 | -0.484 | 0.027 | 0.000 | 0.011 | 0.027 | 0.221 | 0.026 | 0.009 | 0.006 | 0.005 | 0.005 | 0.007 |
| injuries_non_incapacitating | 0.000 | -0.014 | -0.007 | 0.012 | 0.134 | 0.045 | 0.027 | 0.030 | 0.028 | -0.370 | 1.000 | -0.032 | 0.738 | 0.132 | 0.008 | 0.013 | 0.132 | 0.090 | 0.025 | 0.000 | 0.007 | 0.006 | 0.010 | 0.000 |
| injuries_reported_not_evident | 0.000 | -0.006 | -0.004 | 0.008 | 0.170 | 0.043 | 0.025 | 0.011 | -0.009 | -0.231 | -0.032 | 1.000 | 0.536 | 0.224 | 0.010 | 0.008 | 0.224 | 0.073 | 0.018 | 0.004 | 0.007 | 0.006 | 0.011 | 0.005 |
| injuries_total | 0.000 | -0.016 | -0.007 | 0.015 | 0.189 | 0.061 | 0.036 | 0.120 | 0.310 | -0.484 | 0.738 | 0.536 | 1.000 | 0.153 | 0.013 | 0.020 | 0.153 | 0.118 | 0.035 | 0.006 | 0.011 | 0.006 | 0.015 | 0.005 |
| injury_severity | 0.007 | 0.014 | 0.036 | 0.020 | 0.670 | 0.112 | 0.218 | 0.577 | 0.498 | 0.027 | 0.132 | 0.224 | 0.153 | 1.000 | 0.032 | 0.035 | 1.000 | 0.068 | 0.117 | 0.020 | 0.035 | 0.028 | 0.049 | 0.031 |
| intersection_related_i | 0.014 | 0.002 | 0.017 | 0.006 | 0.039 | 0.026 | 0.173 | 0.004 | 0.005 | 0.000 | 0.008 | 0.010 | 0.013 | 0.032 | 1.000 | 0.019 | 0.032 | 0.019 | 0.097 | 0.014 | 0.011 | 0.190 | 0.132 | 0.012 |
| lighting_condition | 0.008 | 0.063 | 0.393 | 0.084 | 0.121 | 0.040 | 0.050 | 0.014 | 0.014 | 0.011 | 0.013 | 0.008 | 0.020 | 0.035 | 0.019 | 1.000 | 0.035 | 0.015 | 0.083 | 0.126 | 0.225 | 0.127 | 0.075 | 0.298 |
| most_severe_injury | 0.007 | 0.014 | 0.036 | 0.020 | 0.670 | 0.112 | 0.218 | 0.577 | 0.498 | 0.027 | 0.132 | 0.224 | 0.153 | 1.000 | 0.032 | 0.035 | 1.000 | 0.068 | 0.117 | 0.020 | 0.035 | 0.028 | 0.049 | 0.031 |
| num_units | 0.000 | 0.004 | 0.020 | 0.003 | 0.165 | 0.073 | 0.043 | 0.044 | 0.046 | 0.221 | 0.090 | 0.073 | 0.118 | 0.068 | 0.019 | 0.015 | 0.068 | 1.000 | 0.044 | 0.007 | 0.013 | 0.019 | 0.007 | 0.009 |
| prim_contributory_cause | 0.034 | 0.029 | 0.066 | 0.033 | 0.320 | 0.123 | 0.259 | 0.028 | 0.039 | 0.026 | 0.025 | 0.018 | 0.035 | 0.117 | 0.097 | 0.083 | 0.117 | 0.044 | 1.000 | 0.135 | 0.154 | 0.112 | 0.056 | 0.099 |
| road_defect | 0.018 | 0.003 | 0.027 | 0.010 | 0.070 | 0.014 | 0.075 | 0.001 | 0.009 | 0.009 | 0.000 | 0.004 | 0.006 | 0.020 | 0.014 | 0.126 | 0.020 | 0.007 | 0.135 | 1.000 | 0.217 | 0.095 | 0.054 | 0.137 |
| roadway_surface_cond | 0.016 | 0.011 | 0.038 | 0.139 | 0.113 | 0.022 | 0.047 | 0.003 | 0.010 | 0.006 | 0.007 | 0.007 | 0.011 | 0.035 | 0.011 | 0.225 | 0.035 | 0.013 | 0.154 | 0.217 | 1.000 | 0.100 | 0.058 | 0.505 |
| traffic_control_device | 0.015 | 0.011 | 0.028 | 0.008 | 0.083 | 0.042 | 0.112 | 0.001 | 0.009 | 0.005 | 0.006 | 0.006 | 0.006 | 0.028 | 0.190 | 0.127 | 0.028 | 0.019 | 0.112 | 0.095 | 0.100 | 1.000 | 0.078 | 0.077 |
| trafficway_type | 0.057 | 0.010 | 0.025 | 0.012 | 0.143 | 0.078 | 0.073 | 0.009 | 0.010 | 0.005 | 0.010 | 0.011 | 0.015 | 0.049 | 0.132 | 0.075 | 0.049 | 0.007 | 0.056 | 0.054 | 0.058 | 0.078 | 1.000 | 0.045 |
| weather_condition | 0.014 | 0.016 | 0.040 | 0.102 | 0.097 | 0.015 | 0.030 | 0.001 | 0.008 | 0.007 | 0.000 | 0.005 | 0.005 | 0.031 | 0.012 | 0.298 | 0.031 | 0.009 | 0.099 | 0.137 | 0.505 | 0.077 | 0.045 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| crash_date | traffic_control_device | weather_condition | lighting_condition | first_crash_type | trafficway_type | alignment | roadway_surface_cond | road_defect | crash_type | intersection_related_i | damage | prim_contributory_cause | num_units | most_severe_injury | injuries_total | injuries_fatal | injuries_incapacitating | injuries_non_incapacitating | injuries_reported_not_evident | injuries_no_indication | crash_hour | crash_day_of_week | crash_month | injury_severity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 07/29/2023 01:00:00 PM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | TURNING | NOT DIVIDED | STRAIGHT AND LEVEL | UNKNOWN | UNKNOWN | NO INJURY / DRIVE AWAY | Y | $501 - $1,500 | UNABLE TO DETERMINE | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 13 | 7 | 7 | 0 |
| 1 | 08/13/2023 12:11:00 AM | TRAFFIC SIGNAL | CLEAR | DARKNESS, LIGHTED ROAD | TURNING | FOUR WAY | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | IMPROPER TURNING/NO SIGNAL | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0 | 1 | 8 | 0 |
| 2 | 12/09/2021 10:30:00 AM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | REAR END | T-INTERSECTION | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | $501 - $1,500 | FOLLOWING TOO CLOSELY | 3 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 10 | 5 | 12 | 0 |
| 3 | 08/09/2023 07:55:00 PM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | ANGLE | FOUR WAY | STRAIGHT AND LEVEL | DRY | NO DEFECTS | INJURY AND / OR TOW DUE TO CRASH | Y | OVER $1,500 | UNABLE TO DETERMINE | 2 | NONINCAPACITATING INJURY | 5.0 | 0.0 | 0.0 | 5.0 | 0.0 | 0.0 | 19 | 4 | 8 | 2 |
| 4 | 08/19/2023 02:55:00 PM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | REAR END | T-INTERSECTION | STRAIGHT AND LEVEL | UNKNOWN | UNKNOWN | NO INJURY / DRIVE AWAY | Y | $501 - $1,500 | DRIVING SKILLS/KNOWLEDGE/EXPERIENCE | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 14 | 7 | 8 | 0 |
| 5 | 09/06/2023 12:59:00 AM | NO CONTROLS | RAIN | DARKNESS, LIGHTED ROAD | FIXED OBJECT | NOT DIVIDED | STRAIGHT AND LEVEL | WET | UNKNOWN | INJURY AND / OR TOW DUE TO CRASH | N | $501 - $1,500 | UNABLE TO DETERMINE | 1 | NONINCAPACITATING INJURY | 2.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0 | 4 | 9 | 2 |
| 6 | 12/20/2022 11:45:00 AM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | REAR TO FRONT | FOUR WAY | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | $501 - $1,500 | IMPROPER BACKING | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 11 | 3 | 12 | 0 |
| 7 | 09/20/2023 02:38:00 PM | NO CONTROLS | CLEAR | DAYLIGHT | ANGLE | DIVIDED - W/MEDIAN (NOT RAISED) | CURVE, LEVEL | DRY | NO DEFECTS | INJURY AND / OR TOW DUE TO CRASH | Y | OVER $1,500 | FAILING TO YIELD RIGHT-OF-WAY | 2 | NONINCAPACITATING INJURY | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 14 | 4 | 9 | 2 |
| 8 | 06/04/2018 06:42:00 PM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | REAR END | NOT DIVIDED | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | FOLLOWING TOO CLOSELY | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 18 | 2 | 6 | 0 |
| 9 | 09/07/2023 05:30:00 PM | STOP SIGN/FLASHER | CLEAR | DAYLIGHT | ANGLE | FOUR WAY | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | FAILING TO YIELD RIGHT-OF-WAY | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 17 | 5 | 9 | 0 |
| crash_date | traffic_control_device | weather_condition | lighting_condition | first_crash_type | trafficway_type | alignment | roadway_surface_cond | road_defect | crash_type | intersection_related_i | damage | prim_contributory_cause | num_units | most_severe_injury | injuries_total | injuries_fatal | injuries_incapacitating | injuries_non_incapacitating | injuries_reported_not_evident | injuries_no_indication | crash_hour | crash_day_of_week | crash_month | injury_severity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 209296 | 01/16/2025 11:50:00 PM | TRAFFIC SIGNAL | CLEAR | DARKNESS, LIGHTED ROAD | HEAD ON | FOUR WAY | STRAIGHT AND LEVEL | DRY | UNKNOWN | INJURY AND / OR TOW DUE TO CRASH | Y | OVER $1,500 | UNABLE TO DETERMINE | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 23 | 5 | 1 | 0 |
| 209297 | 01/17/2025 09:10:00 PM | TRAFFIC SIGNAL | CLEAR | DARKNESS, LIGHTED ROAD | TURNING | DIVIDED - W/MEDIAN (NOT RAISED) | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | IMPROPER OVERTAKING/PASSING | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 21 | 6 | 1 | 0 |
| 209298 | 01/17/2025 07:30:00 AM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | ANGLE | FOUR WAY | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | DISREGARDING TRAFFIC SIGNALS | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 7 | 6 | 1 | 0 |
| 209299 | 06/09/2020 08:00:00 PM | STOP SIGN/FLASHER | RAIN | DARKNESS, LIGHTED ROAD | ANGLE | FOUR WAY | STRAIGHT AND LEVEL | WET | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | UNABLE TO DETERMINE | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 20 | 3 | 6 | 0 |
| 209300 | 05/28/2023 01:20:00 AM | TRAFFIC SIGNAL | UNKNOWN | UNKNOWN | REAR END | FOUR WAY | STRAIGHT AND LEVEL | UNKNOWN | UNKNOWN | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | UNABLE TO DETERMINE | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 1 | 1 | 5 | 0 |
| 209301 | 09/13/2023 01:08:00 PM | UNKNOWN | UNKNOWN | UNKNOWN | TURNING | FOUR WAY | STRAIGHT AND LEVEL | UNKNOWN | UNKNOWN | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | UNABLE TO DETERMINE | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 13 | 4 | 9 | 0 |
| 209302 | 07/18/2023 02:10:00 PM | UNKNOWN | CLEAR | DAYLIGHT | SIDESWIPE SAME DIRECTION | NOT DIVIDED | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | IMPROPER OVERTAKING/PASSING | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 14 | 3 | 7 | 0 |
| 209303 | 10/23/2019 01:32:00 PM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | PEDESTRIAN | DIVIDED - W/MEDIAN (NOT RAISED) | STRAIGHT ON GRADE | DRY | NO DEFECTS | INJURY AND / OR TOW DUE TO CRASH | N | $500 OR LESS | RELATED TO BUS STOP | 2 | INCAPACITATING INJURY | 2.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 13 | 4 | 10 | 3 |
| 209304 | 06/01/2020 03:23:00 PM | NO CONTROLS | CLEAR | DAYLIGHT | PEDESTRIAN | T-INTERSECTION | STRAIGHT AND LEVEL | DRY | NO DEFECTS | INJURY AND / OR TOW DUE TO CRASH | Y | $500 OR LESS | VISION OBSCURED (SIGNS, TREE LIMBS, BUILDINGS, ETC.) | 2 | NONINCAPACITATING INJURY | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 15 | 2 | 6 | 2 |
| 209305 | 12/16/2022 12:10:00 PM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | TURNING | FOUR WAY | STRAIGHT AND LEVEL | WET | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | FAILING TO YIELD RIGHT-OF-WAY | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 12 | 6 | 12 | 0 |
Duplicate rows
Most frequently occurring
| crash_date | traffic_control_device | weather_condition | lighting_condition | first_crash_type | trafficway_type | alignment | roadway_surface_cond | road_defect | crash_type | intersection_related_i | damage | prim_contributory_cause | num_units | most_severe_injury | injuries_total | injuries_fatal | injuries_incapacitating | injuries_non_incapacitating | injuries_reported_not_evident | injuries_no_indication | crash_hour | crash_day_of_week | crash_month | injury_severity | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 01/08/2020 12:20:00 PM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | TURNING | DIVIDED - W/MEDIAN (NOT RAISED) | STRAIGHT AND LEVEL | DRY | NO DEFECTS | INJURY AND / OR TOW DUE TO CRASH | Y | $500 OR LESS | FOLLOWING TOO CLOSELY | 2 | REPORTED, NOT EVIDENT | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 12 | 4 | 1 | 1 | 2 |
| 1 | 02/08/2020 03:40:00 PM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | ANGLE | NOT DIVIDED | STRAIGHT AND LEVEL | DRY | NO DEFECTS | INJURY AND / OR TOW DUE TO CRASH | Y | OVER $1,500 | UNABLE TO DETERMINE | 2 | REPORTED, NOT EVIDENT | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 2.0 | 15 | 7 | 2 | 1 | 2 |
| 2 | 02/14/2020 03:48:00 PM | STOP SIGN/FLASHER | CLEAR | DAYLIGHT | PEDESTRIAN | NOT DIVIDED | STRAIGHT AND LEVEL | SNOW OR SLUSH | NO DEFECTS | INJURY AND / OR TOW DUE TO CRASH | Y | OVER $1,500 | DISREGARDING STOP SIGN | 2 | INCAPACITATING INJURY | 2.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 15 | 6 | 2 | 3 | 2 |
| 3 | 02/14/2022 11:00:00 AM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | REAR END | NOT DIVIDED | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | UNABLE TO DETERMINE | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 11 | 2 | 2 | 0 | 2 |
| 4 | 02/25/2020 08:10:00 AM | TRAFFIC SIGNAL | SNOW | DAYLIGHT | REAR END | T-INTERSECTION | STRAIGHT AND LEVEL | WET | NO DEFECTS | INJURY AND / OR TOW DUE TO CRASH | Y | $500 OR LESS | FOLLOWING TOO CLOSELY | 3 | NONINCAPACITATING INJURY | 2.0 | 0.0 | 0.0 | 2.0 | 0.0 | 3.0 | 8 | 3 | 2 | 2 | 2 |
| 5 | 03/02/2022 04:30:00 PM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | REAR END | DIVIDED - W/MEDIAN (NOT RAISED) | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | OVER $1,500 | FOLLOWING TOO CLOSELY | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 16 | 4 | 3 | 0 | 2 |
| 6 | 04/02/2018 01:00:00 PM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | REAR END | NOT DIVIDED | STRAIGHT AND LEVEL | DRY | NO DEFECTS | NO INJURY / DRIVE AWAY | Y | $501 - $1,500 | FOLLOWING TOO CLOSELY | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 13 | 2 | 4 | 0 | 2 |
| 7 | 05/05/2023 04:12:00 PM | TRAFFIC SIGNAL | CLEAR | DAYLIGHT | REAR END | FOUR WAY | STRAIGHT AND LEVEL | DRY | UNKNOWN | NO INJURY / DRIVE AWAY | Y | $501 - $1,500 | FOLLOWING TOO CLOSELY | 2 | NO INDICATION OF INJURY | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 16 | 6 | 5 | 0 | 2 |
| 8 | 05/19/2020 11:42:00 PM | TRAFFIC SIGNAL | CLEAR | DARKNESS, LIGHTED ROAD | ANGLE | NOT DIVIDED | STRAIGHT AND LEVEL | DRY | NO DEFECTS | INJURY AND / OR TOW DUE TO CRASH | Y | OVER $1,500 | DISREGARDING TRAFFIC SIGNALS | 2 | NONINCAPACITATING INJURY | 3.0 | 0.0 | 0.0 | 3.0 | 0.0 | 1.0 | 23 | 3 | 5 | 2 | 2 |
| 9 | 05/29/2020 06:00:00 PM | OTHER | CLEAR | DAYLIGHT | PEDALCYCLIST | DIVIDED - W/MEDIAN BARRIER | CURVE, LEVEL | DRY | UNKNOWN | INJURY AND / OR TOW DUE TO CRASH | Y | OVER $1,500 | DISREGARDING ROAD MARKINGS | 2 | NONINCAPACITATING INJURY | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 18 | 6 | 5 | 2 | 2 |